Sounds like a standard case of messed up textures.
If you are running the Steam version, the easy check is the VeriFy game Files trick. It might just be a missing mesh or a few textures.
Also try to upgrade your GPU drivers to the most recent versions. That might also help.
Could you provide more info about what GPU you are using?
